Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning

TileLang is a new Python-based domain-specific language designed to simplify the creation of high-performance GPU kernels. By providing a structured way to implement complex operations like FlashAttention and fused softmax, the tool aims to lower the technical barrier for developers building optimized machine learning workloads.